{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 198,
   "id": "4c05f9f1-7ff9-4c37-b8bb-ea5b06579007",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.font_manager import FontProperties\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 199,
   "id": "fa0b42d6-e484-4c3a-b8a9-a88e5fa4f9eb",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 读取Excel文件并跳过包含非数字值的行\n",
    "df = pd.read_excel(\"gdp_data.xlsx\", skiprows=[1], engine='openpyxl')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "acab286f-3969-41f3-95f8-c72a0c2164ea",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 200,
   "id": "3330f5e6-1391-4f4d-8e77-3db2cd64160f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 设置中文字体\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']  # 指定中文字体为黑体\n",
    "plt.rcParams['axes.unicode_minus'] = False  # 解决负号显示为方块的问题"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 201,
   "id": "3cda0cae-82c8-47f2-81b3-5ce65efc940e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 进行数据可视化\n",
    "plt.figure(figsize=(18, 6))\n",
    "bars = plt.bar(df['province'], df['gdp'], color='skyblue')\n",
    "plt.xlabel('城市')\n",
    "plt.ylabel('GDP（亿元）')\n",
    "plt.title('各城市GDP情况')\n",
    "plt.xticks(rotation=45)  # 旋转城市名称，避免重叠\n",
    "plt.grid(True, linestyle='--', alpha=0.7)\n",
    "\n",
    "# 在每个条形图上方显示GDP数据\n",
    "for bar, gdp in zip(bars, df['gdp']):\n",
    "    height = bar.get_height()\n",
    "    plt.text(bar.get_x() + bar.get_width() / 2, height, format(gdp, '.2f'), ha='center', va='bottom', fontsize=8)\n",
    "\n",
    "plt.tight_layout()\n",
    "# 将max_gdp转换为整数\n",
    "max_gdp = int(df['gdp'].max())\n",
    "# 将'gdp'列数据类型转换为整数\n",
    "df['gdp'] = df['gdp'].astype(int)\n",
    "# 设置y轴范围和刻度\n",
    "max_gdp = df['gdp'].max()\n",
    "plt.ylim(0, max_gdp + 10000)  # 设置y轴范围，最大值加2000\n",
    "plt.yticks(range(0, max_gdp + 10000, 10000))  # 设置y轴刻度\n",
    "# 保存图片为PNG格式\n",
    "plt.savefig(\"Gdp_Bar.png\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cdf206d7-5b2c-4712-a157-b3c9ba98fd74",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 202,
   "id": "9dffba8e-3fa7-47f4-be63-af042ec0984f",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 从 Excel 文件中读取数据\n",
    "df = pd.read_excel(\"income_data.xlsx\")\n",
    "\n",
    "# 创建画布\n",
    "plt.figure(figsize=(15, 6))\n",
    "\n",
    "# 绘制条形图\n",
    "bars = plt.bar(df['province'], df['income'], color='skyblue', alpha=0.7)\n",
    "\n",
    "# 在每个条形图上方显示数据\n",
    "for bar in bars:\n",
    "    yval = bar.get_height()\n",
    "    plt.text(bar.get_x() + bar.get_width() / 2, yval, round(yval, 2), va='bottom', ha='center', color='black')\n",
    "\n",
    "# 设置标签和标题\n",
    "plt.xlabel('Province')\n",
    "plt.ylabel('Income (元)')\n",
    "plt.title('Income Data by Province')\n",
    "\n",
    "# 旋转x轴标签\n",
    "plt.xticks(rotation=45)\n",
    "\n",
    "# 显示网格线\n",
    "plt.grid(True)\n",
    "\n",
    "# 调整布局，避免标签重叠\n",
    "plt.tight_layout()\n",
    "\n",
    "# 保存图片为PNG格式\n",
    "plt.savefig(\"Income_Bar.png\")\n",
    "\n",
    "# 显示图表\n",
    "plt.show()\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 203,
   "id": "22b56513-7f21-408f-9981-0f609fb822f3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 读取数据\n",
    "df_line = pd.read_excel(\"income_data.xlsx\")\n",
    "df_bar = pd.read_excel(\"gdp_data.xlsx\", skiprows=[1], engine='openpyxl')\n",
    "\n",
    "# 创建画布\n",
    "fig, ax = plt.subplots(figsize=(12, 6))\n",
    "\n",
    "# 绘制折线图\n",
    "ax.plot(df_line['province'], df_line['income'], marker='o', color='b', linestyle='-', label='Income')\n",
    "\n",
    "# 绘制条形图，并设置透明度\n",
    "bars = ax.bar(df_bar['province'], df_bar['gdp'], color='skyblue', alpha=0.5, label='GDP')\n",
    "\n",
    "# 在每个条形图上方显示GDP数据\n",
    "for bar, gdp in zip(bars, df_bar['gdp']):\n",
    "    height = bar.get_height()\n",
    "    ax.text(bar.get_x() + bar.get_width() / 2, height, format(gdp, '.2f'), ha='center', va='bottom', fontsize=8)\n",
    "\n",
    "# 添加图例\n",
    "ax.legend()\n",
    "\n",
    "# 添加单位\n",
    "plt.ylabel('Income (元) / GDP (亿元)')\n",
    "\n",
    "# 调整布局\n",
    "plt.xticks(rotation=45)\n",
    "plt.tight_layout()\n",
    "\n",
    "# 保存图片为PNG格式\n",
    "plt.savefig(\"combined_chart.png\")\n",
    "\n",
    "# 显示图表\n",
    "plt.show()\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4e7a637c-db4e-486f-9a35-ef79c5a2003c",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b563aee0-d79b-4e7a-be20-61eb38df52e0",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
